{"id":"W4253993119","doi":"10.1017/cbo9780511525582","title":"Cliff Ecology","year":2000,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":192,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Cliff; Geography; Habitat; Ecology; Fauna; Flora (microbiology); Microclimate; Biodiversity; Geology; Archaeology; Biology; Paleontology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113524,0.0004336346,0.0001887042,0.0009178909,0.001141641,0.002523415,0.0008732945,0.0006348608,0.04794282],"category_scores_gemma":[0.0003146362,0.000158979,0.0001019862,0.001099284,0.0007204195,0.001269102,0.001035455,0.0005861891,0.009836528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187693,"about_ca_system_score_gemma":0.0006025123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008453652,"about_ca_topic_score_gemma":0.02144414,"domain_scores_codex":[0.9998865,0.00001598392,0.000003240784,0.00002268692,0.0000511401,0.00002048735],"domain_scores_gemma":[0.9999318,0.000009959908,0.000004107185,0.000006810034,0.0000305459,0.00001689736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003034948,0.00003765401,0.001822414,0.0003208845,0.000004149704,0.0003293196,0.002242538,0.0004985994,0.001676409,0.1467394,0.2552311,0.5910671],"study_design_scores_gemma":[0.000001133873,0.000006668165,0.001163391,0.00009039033,8.718597e-7,0.0002231708,0.0003985497,0.00008860161,0.00009374184,0.003077179,0.9948534,0.000002821482],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004342775,0.01076373,0.002049526,0.0009252715,0.0003350018,0.00003125741,0.0001476776,0.00009927116,0.9813054],"genre_scores_gemma":[0.04397885,0.01043511,0.003065128,0.0005423581,0.0001202873,0.00002901212,0.0003360249,0.00009819381,0.941395],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04794282,"threshold_uncertainty_score":0.1603847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166357888495589,"score_gpt":0.1539899468844771,"score_spread":0.1423263679995212,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}